Prior Authorization Operations: Automated Clinical Evidence Retrieval, Checklist Validation & Denial Recovery
Eliminate the administrative burden between EHRs and payer portals while boosting first-pass auth approvals.
"Turn hours of manual chart reading into an automated evidence checklist, submit complete payer packets on day one, and streamline appeal recovery for wrongful denials."
Benchmark Impact & Verified ROI
How the Decision Engine Executes
From raw ERP and source system transactions into approved, constraint-validated execution write-backs.
EHR Order & Referral Intake
Ingests surgical, imaging, or specialty medication orders directly from Epic, Cerner, or Athenahealth via FHIR APIs.
Payer Policy Requirement Check
Queries payer medical necessity guidelines to determine if prior auth is mandated and identifies required clinical criteria.
Clinical Chart Evidence Extraction
NLP models parse physician notes, lab reports, imaging results, and prior failed conservative treatments.
Checklist Validation & Gap Alerts
Validates clinical documentation against payer criteria and alerts staff if required diagnostic evidence is missing.
Specialist Review & Submission
Clinical coordinator verifies the pre-populated case packet and submits to the payer portal with full evidence citations.
SLA Tracking & Denial Appeal
Monitors payer turnaround SLAs, flags pending deadlines, and generates evidence-backed appeal letters for denials.
Nested Accelerator Modules Included in this Pack
Activate the flagship engine standalone or combine with specialized department modules.
Denial Recovery Intelligence
Classifies denial codes (CO-50, CO-197), identifies missing clinical rationale, and drafts payer-specific appeal packages.
Clinical Evidence Review
Deep extraction of ICD-10/CPT codes, symptom timelines, lab values, and conservative therapy trials from unstructured EHR notes.
Referral / Intake Intelligence
Verifies patient insurance eligibility, network tiering, and active benefit coverage in real-time.
Operational Scheduling & Capacity
Prioritizes auth queues by procedure urgency, payer turnaround SLA risk, and operating room schedule dependencies.
Canonical Data Model & Integrations
Built following the Seven Billion Retool & Python Decision Service standard.
Canonical Entities & Data Feeds
patient_caseauthorization_requirementclinical_evidence_factpayer_policy_ruleappeal_dossier- Epic / Cerner FHIR Patient Records
- Physician Progress Notes & Diagnostic Reports
- Payer Medical Necessity Policy Documents
- EDI 278 / 835 / 837 Transaction Feeds
- Complete Pre-Auth Submission Packet
- Clinical Evidence Citation Summary
- Missing Documentation Warning Matrix
- First-Level Appeal Brief with Attached Citations
Scale & Enterprise Connectors
Frequently Answered Specifications
Deploy Prior Authorization Operations in Your Private Cloud
Schedule an architecture session with our mathematical and AI systems engineers. We will inspect your ERP schemas and present a live shadow prototype.
Prior Authorization Operations: Automated Clinical Evidence Retrieval, Checklist Validation & Denial Recovery
Eliminate the administrative burden between EHRs and payer portals while boosting first-pass auth approvals.
"Turn hours of manual chart reading into an automated evidence checklist, submit complete payer packets on day one, and streamline appeal recovery for wrongful denials."
Benchmark Impact & Verified ROI
How the Decision Engine Executes
From raw ERP and source system transactions into approved, constraint-validated execution write-backs.
EHR Order & Referral Intake
Ingests surgical, imaging, or specialty medication orders directly from Epic, Cerner, or Athenahealth via FHIR APIs.
Payer Policy Requirement Check
Queries payer medical necessity guidelines to determine if prior auth is mandated and identifies required clinical criteria.
Clinical Chart Evidence Extraction
NLP models parse physician notes, lab reports, imaging results, and prior failed conservative treatments.
Checklist Validation & Gap Alerts
Validates clinical documentation against payer criteria and alerts staff if required diagnostic evidence is missing.
Specialist Review & Submission
Clinical coordinator verifies the pre-populated case packet and submits to the payer portal with full evidence citations.
SLA Tracking & Denial Appeal
Monitors payer turnaround SLAs, flags pending deadlines, and generates evidence-backed appeal letters for denials.
Nested Accelerator Modules Included in this Pack
Activate the flagship engine standalone or combine with specialized department modules.
Denial Recovery Intelligence
Classifies denial codes (CO-50, CO-197), identifies missing clinical rationale, and drafts payer-specific appeal packages.
Clinical Evidence Review
Deep extraction of ICD-10/CPT codes, symptom timelines, lab values, and conservative therapy trials from unstructured EHR notes.
Referral / Intake Intelligence
Verifies patient insurance eligibility, network tiering, and active benefit coverage in real-time.
Operational Scheduling & Capacity
Prioritizes auth queues by procedure urgency, payer turnaround SLA risk, and operating room schedule dependencies.
Canonical Data Model & Integrations
Built following the Seven Billion Retool & Python Decision Service standard.
Canonical Entities & Data Feeds
patient_caseauthorization_requirementclinical_evidence_factpayer_policy_ruleappeal_dossier- Epic / Cerner FHIR Patient Records
- Physician Progress Notes & Diagnostic Reports
- Payer Medical Necessity Policy Documents
- EDI 278 / 835 / 837 Transaction Feeds
- Complete Pre-Auth Submission Packet
- Clinical Evidence Citation Summary
- Missing Documentation Warning Matrix
- First-Level Appeal Brief with Attached Citations
Scale & Enterprise Connectors
Frequently Answered Specifications
Deploy Prior Authorization Operations in Your Private Cloud
Schedule an architecture session with our mathematical and AI systems engineers. We will inspect your ERP schemas and present a live shadow prototype.
Prior Authorization Operations: Automated Clinical Evidence Retrieval, Checklist Validation & Denial Recovery
Eliminate the administrative burden between EHRs and payer portals while boosting first-pass auth approvals.
"Turn hours of manual chart reading into an automated evidence checklist, submit complete payer packets on day one, and streamline appeal recovery for wrongful denials."
Benchmark Impact & Verified ROI
How the Decision Engine Executes
From raw ERP and source system transactions into approved, constraint-validated execution write-backs.
EHR Order & Referral Intake
Ingests surgical, imaging, or specialty medication orders directly from Epic, Cerner, or Athenahealth via FHIR APIs.
Payer Policy Requirement Check
Queries payer medical necessity guidelines to determine if prior auth is mandated and identifies required clinical criteria.
Clinical Chart Evidence Extraction
NLP models parse physician notes, lab reports, imaging results, and prior failed conservative treatments.
Checklist Validation & Gap Alerts
Validates clinical documentation against payer criteria and alerts staff if required diagnostic evidence is missing.
Specialist Review & Submission
Clinical coordinator verifies the pre-populated case packet and submits to the payer portal with full evidence citations.
SLA Tracking & Denial Appeal
Monitors payer turnaround SLAs, flags pending deadlines, and generates evidence-backed appeal letters for denials.
Nested Accelerator Modules Included in this Pack
Activate the flagship engine standalone or combine with specialized department modules.
Denial Recovery Intelligence
Classifies denial codes (CO-50, CO-197), identifies missing clinical rationale, and drafts payer-specific appeal packages.
Clinical Evidence Review
Deep extraction of ICD-10/CPT codes, symptom timelines, lab values, and conservative therapy trials from unstructured EHR notes.
Referral / Intake Intelligence
Verifies patient insurance eligibility, network tiering, and active benefit coverage in real-time.
Operational Scheduling & Capacity
Prioritizes auth queues by procedure urgency, payer turnaround SLA risk, and operating room schedule dependencies.
Canonical Data Model & Integrations
Built following the Seven Billion Retool & Python Decision Service standard.
Canonical Entities & Data Feeds
patient_caseauthorization_requirementclinical_evidence_factpayer_policy_ruleappeal_dossier- Epic / Cerner FHIR Patient Records
- Physician Progress Notes & Diagnostic Reports
- Payer Medical Necessity Policy Documents
- EDI 278 / 835 / 837 Transaction Feeds
- Complete Pre-Auth Submission Packet
- Clinical Evidence Citation Summary
- Missing Documentation Warning Matrix
- First-Level Appeal Brief with Attached Citations
Scale & Enterprise Connectors
Frequently Answered Specifications
Deploy Prior Authorization Operations in Your Private Cloud
Schedule an architecture session with our mathematical and AI systems engineers. We will inspect your ERP schemas and present a live shadow prototype.